Open this page in your phone browser and use the browser menu — the three dots on Android or the Share button on iPhone — to add it to your home screen. This creates a shortcut icon on your phone, giving you quick access to the headspeed calculator without pretending it needs to be an app.
You can also save or share your current setup directly from the results block. Use Share Configuration to send it through your phone’s sharing options, or Copy Configuration as Link to save the setup as a URL and pick up exactly where you left off.
Of course both features also work on your computer.